连续性
科技压力
心理学
透视图(图形)
结构方程建模
生产力
现状
社会心理学
工作(物理)
交易型领导
营销
应用心理学
知识管理
业务
计算机科学
宏观经济学
人工智能
经济
工程类
机器学习
精神科
机械工程
市场经济
作者
Xiu-Ming Loh,Voon‐Hsien Lee,Jun-Jie Hew,Garry Wei‐Han Tan,Keng‐Boon Ooi
标识
DOI:10.1016/j.jbusres.2023.114190
摘要
The COVID-19 pandemic has compelled the implementation of work from home (WFH) on a global scale. While initial responses to the WFH arrangement have been mixed, a majority of them are negative. However, much is still unknown about the antecedents of work productivity and continuance intention associated with WFH. Hence, this study developed a multi-dimensional research model that comprises of the Protection Motivation Theory, Transactional Theory of Stress, and Status Quo Bias to look into this matter. The responses were collected from employees with WFH experience and analyzed via the Structural Equation Modeling-Artificial Neural Network (SEM-ANN). Interestingly, perceived vulnerability and perceived severity had no significant relationship with continuance intention. Besides, self-efficacy to handle work tasks from home was found to facilitate work productivity. In contrast, technostress was found as an inhibitor of work productivity and continuance intention to WFH. Overall, the employees’ perspective on WFH captured in this study provides great value to organizational stakeholders. This is because companies with good WFH arrangements have a powerful competitive advantage in employee recruitment and retention.
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